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Accuracy of trained rural ophthalmologists versus non-medical image graders in the diagnosis of diabetic retinopathy in rural China.

Martha McKennaTingting ChenHelen McAneneyMiguel Angel Vázquez MembrilloLing JinWei XiaoTunde PetoMingguang HeRuth HoggNathan Congdon
Published in: The British journal of ophthalmology (2018)
This is the first study of diagnostic accuracy in DR grading among non-medical graders or ophthalmologists in low-income and middle-income countries. Non-medical graders can achieve high levels of accuracy, whereas accuracy of trained rural ophthalmologists is not optimal.
Keyphrases
  • diabetic retinopathy
  • south africa
  • healthcare
  • resistance training
  • mental health
  • physical activity
  • deep learning
  • machine learning
  • body composition